SIA Dashboard
"Symbolic Interpretability for Anticipatory Deep Reinforcement Learning in Network Control"
t = 60
Timestep
Phase
Reward
Dominant KPI
IS (dominant)
Refinements
Total Gain
Live Event Feed 0 events disconnected
tPhaseSliceAction RewardTop ISFlags
Forecast-Aware Decision Strip lookback 60 · fwd 30
Tile colour
inc — KPI increasing const — KPI stable dec — KPI decreasing
Influence Score at t = 
Per-KPI Knowledge Graph
inc(…) dec(…) const(…) current
SIA Explainability Story
IS Decomposition — Category Influence vs Trend Alignment IS_k = D_KL × δ
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IS Time Series — full episode
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Mutual Information — KPI ↔ Action
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Action Refinement Timeline 0 events
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IS Distribution — bimodal signature (Fig. 10)
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Consistency Over Time
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Action × KPI Heatmap
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Decision Trigrams 0
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KPI Transition Patterns 0
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